{"id":"W4236039300","doi":"10.18653/v1/w18-60","title":"Proceedings of the Second Workshop on Universal Dependencies (UDW 2018)","year":2018,"lang":"sv","type":"paratext","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Regione Toscana","keywords":"Computer science; Theoretical computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004175754,0.0005980207,0.0007279514,0.0002308634,0.0003527534,0.0003977247,0.004592852,0.0006746838,0.004888141],"category_scores_gemma":[0.0001377992,0.000372462,0.0003555045,0.0007768614,0.0009175958,0.0005021088,0.001542583,0.0006713318,0.002473388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126179,"about_ca_system_score_gemma":0.0004784115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008733581,"about_ca_topic_score_gemma":0.0004248342,"domain_scores_codex":[0.9967917,0.00004847447,0.000569018,0.001026049,0.0008567834,0.0007079263],"domain_scores_gemma":[0.9973857,0.0003810282,0.0006750019,0.000887229,0.0005549724,0.0001160084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005540148,0.0001291513,0.0003519535,0.0002736267,0.0001637461,0.000006049085,0.00266032,0.000007827037,0.0005717202,0.04687585,0.9466875,0.002216864],"study_design_scores_gemma":[0.001577258,0.001331727,0.01316206,0.002880096,0.0002121152,0.0001411423,0.01252595,0.004684582,0.05578364,0.003484593,0.9018977,0.002319145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1159107,0.0005656273,0.00108613,0.002031875,0.008840084,0.0006686195,0.00002393839,0.0001132937,0.8707598],"genre_scores_gemma":[0.175945,0.0001761462,0.001962411,0.0007268842,0.0005476404,0.000007423841,0.000001979007,0.00002758544,0.8206049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06003436,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049162280624844,"score_gpt":0.2515973432615191,"score_spread":0.2211057204552706,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}